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*Apologies for cross-posting *<br class="">
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<div style="margin: 0px; font-stretch: normal; line-height: normal;" class=""><span style="color: rgb(78, 75, 35);" class="">Dear Friends and Colleagues,</span></div>
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<div style="margin: 0px; font-stretch: normal; line-height: normal;" class=""><font color="#4e4b23" class="">I am pleased to announce</font><span style="color: rgb(78, 75, 35);" class=""> the first </span><a href="https://sites.google.com/view/kr4hi/home" class=""><span style="color: rgb(78, 75, 35);" class="">International
Workshop on Knowledge Representation for Hybrid intelligence (</span><span style="color: rgb(78, 75, 35);" class="">KR4HI)</span></a><span style="color: rgb(78, 75, 35);" class=""> which will be </span><span class="" style="color: rgb(78, 75, 35);">held in
Amsterdam </span><span class="" style="color: rgb(78, 75, 35);"> on June 14th, 2022, and </span><span class="" style="color: rgb(78, 75, 35);">co-located with </span><a href="https://www.hhai-conference.org/" class="">HHAI 2022</a><span class="" style="color: rgb(78, 75, 35);">.
The workshop aims to motivate KR research which is oriented towards </span><span class="" style="color: rgb(78, 75, 35);">human-machine teaming scenarios (hence the term hybrid-intelligence).
</span><span class="" style="color: rgb(78, 75, 35);"> You can find further information below.</span></div>
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<div style="margin: 0px; font-stretch: normal; line-height: normal;" class=""><span style="color: rgb(78, 75, 35);" class="">--Erman Acar (also on behalf of the organising committee: Thomas Bolander, Ana Ozaki and Rafael </span><span style="color: rgb(78, 75, 35);" class="">Peñaloza</span><span style="color: rgb(78, 75, 35);" class="">)</span></div>
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<div style="margin: 0px; font-stretch: normal; line-height: normal;" class="">IMPORTANT DATES </div>
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<div style="margin: 0px; font-stretch: normal; line-height: normal;" class="">Submission deadline: April 1st, 2022 (AoE)</div>
<div style="margin: 0px; font-stretch: normal; line-height: normal;" class="">Notification of acceptance: April 29th, 2022</div>
<div style="margin: 0px; font-stretch: normal; line-height: normal;" class="">Workshop date: June 14th, 2022 </div>
<div style="margin: 0px; font-stretch: normal; line-height: normal;" class="">Place: Amsterdam, The Netherlands</div>
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Website:<span style="font-size: 14px;" class=""> </span> <a href="https://sites.google.com/view/kr4hi/home" class="">https://sites.google.com/view/kr4hi/home</a></div>
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<span style="font-size: 14px;" class="">MOTIVATION</span></div>
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As artificial intelligence (AI) technologies playing more important roles in our daily lives than ever before, designing intelligent systems which can work with humans effectively (instead of replacing them) is becoming a central research theme, giving rise
to hybrid intelligence (HI). HI stands for combining human and machine intelligence as a team in various scenarios, aiming to benefit from the complementary powers of both components in solving problems.</div>
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Developing such systems requires fundamentally novel solutions to major research problems in AI: current AI systems outperform humans in many cognitive tasks e.g., in pattern recognition or in playing video games, yet they fall short when it comes to tasks
such as causal modelling, common sense reasoning, and behavioural human capabilities such as explaining its own decisions, adapting to different environments, adaptability to multiple contexts, collaborating with other human agents, etc. A particular challenge
in developing such systems is to work with human input (high-level symbolic constraints or behavioural data).<span class="Apple-tab-span" style="white-space:pre">
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Knowledge representation (KR) as a sub-discipline of AI, deals with representing background knowledge and reasoning with symbolic constraints. KR has a key potential for contributing to the development of HI systems, because it naturally brings human understanding
and the formal semantics (the understanding of machine) together. With this idea in mind, we welcome a wide array of works that use a KR formalism (or develop one) in an HI scenario. These works can range from purely theoretical to applied, or from purely
symbolic to neural-symbolic ones, e.g., “learning systems which consider human demonstrations and symbolic constraints into account” to “explainable AI systems that generate symbolic explanations for humans” or can be in the context of socio-technical systems
in which hybrid intelligence inherently falls under.<span class="Apple-tab-span" style="white-space:pre">
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<span style="font-size: 14px;" class="">THEME OF SUBMISSION</span></div>
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The workshop has an interdisciplinary theme and is intended to welcome any work from any discipline which uses a KR formalism in a HI scenario. The relevant KR formalisms to be used/motivated in an HI scenario include but are not limited to:<span class="Apple-tab-span" style="white-space: pre;">
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• Argumentation Frameworks</div>
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• Automated Reasoning and Planning</div>
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• Causal Inference and Contextual Reasoning</div>
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• Epistemic Logics and Theory of Mind</div>
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• Formal or Applied Ontologies (Knowledge Graphs, Description Logics)</div>
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• Non-monotonic Reasoning (Answer-set Programming, Datalog)</div>
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• Models of uncertainty (Probabilistic Graphical models, Probabilistic/Fuzzy Logics)</div>
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• Temporal logics (Single-agent / Multiagent Logics)</div>
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• Preferential Reasoning</div>
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• Formal Concept Analysis</div>
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• Constraint Programming</div>
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<span style="font-size: 14px;" class="">SUBMISSIONS</span></div>
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Submission format: Submissions for contributing papers must be original (i.e., not submitted to any other venue) and are required to be in CEUR format (see
<a href="http://ceur-ws.org/HOWTOSUBMIT.html" class="">http://ceur-ws.org/HOWTOSUBMIT.html</a>) with 12 pages + references (+supplementary material if necessary), and anonymised. Previously published articles can be submitted in the form of extended abstracts
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The review process: The review process will be carried out as single-blind, that is the authors are required to make their submissions anonymised. (Extended abstract submission are exempt from that restriction.)</div>
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Publication </div>
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Accepted papers will be published in CEUR workshop proceedings. </div>
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Submission page: <a href="https://easychair.org/my/conference?conf=kr4hi" class="">https://easychair.org/my/conference?conf=kr4hi</a></div>
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<span style="font-size: 14px;" class="">JOURNAL SPECIAL ISSUE</span></div>
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Selected papers will further be invited for (extended version) submission to a special issue of the journal <a href="https://www.iospress.com/catalog/journals/ai-communications" class="">AI Communications.</a></div>
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<span style="font-size: 14px;" class="">PROGRAM COMMITEE </span></div>
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<div style="margin: 0px; font-stretch: normal; line-height: normal;" class=""><span style="font-size: 14px;" class="">ORGANISING COMMITTEE</span></div>
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<div style="margin: 0px; font-stretch: normal; line-height: normal;" class="">Erman Acar (Leiden University & Vrije Universiteit Amsterdam) </div>
<div style="margin: 0px; font-stretch: normal; line-height: normal;" class="">Thomas Bolander (Technical University of Denmark) </div>
<div style="margin: 0px; font-stretch: normal; line-height: normal;" class="">Ana Ozaki (University of Bergen)</div>
<div style="margin: 0px; font-stretch: normal; line-height: normal;" class="">Rafael Peñaloza (University of Milano-Bicocca)</div>
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CONTACT</div>
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For any question, please contact Erman Acar via email: <a href="mailto:e.acar@liacs.leidenuniv.nl" class="">
e.acar@liacs.leidenuniv.nl</a> or <a href="mailto:erman.acar@vu.nl" class="">erman.acar@vu.nl</a></div>
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<div><a href="https://sites.google.com/view/ermanacar" class=""></a><a href="https://sites.google.com/view/ermanacar" class="">Erman Acar, PhD</a></div>
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<div><a href="https://rlg.liacs.nl/" class="">Reinforcement Learning Group</a>,</div>
<div><a href="https://liacs.leidenuniv.nl/" class="">Leiden Institute of Advanced Computer Science</a>, <a href="https://www.universiteitleiden.nl/en" class="">Universiteit Leiden</a></div>
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<div><a href="https://krr.cs.vu.nl/" class="">Knowledge Representation and Reasoning Group</a></div>
<div><a href="https://vu.nl/nl/over-de-vu/faculteiten/faculteit-der-betawetenschappen/afdelingen/informatica" class="">Department of Computer Science</a>, <a href="https://vu.nl/en" class="">Vrije Universiteit Amsterdam</a></div>
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<div><a href="https://www.civic-ai.nl/" class="">Civic-AI Lab Amsterdam</a></div>
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